Optimizing Surgical Quality Datasets to Care for Older Adults: Lessons from the American College of Surgeons NSQIP Geriatric Surgery Pilot
被引:54
作者:
Berian, Julia R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago, Med Ctr, Dept Surg, 5841 S Maryland Ave, Chicago, IL 60637 USA
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL USAUniv Chicago, Med Ctr, Dept Surg, 5841 S Maryland Ave, Chicago, IL 60637 USA
Berian, Julia R.
[1
,6
]
Zhou, Lynn
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL USAUniv Chicago, Med Ctr, Dept Surg, 5841 S Maryland Ave, Chicago, IL 60637 USA
Zhou, Lynn
[6
]
Hornor, Melissa A.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL USAUniv Chicago, Med Ctr, Dept Surg, 5841 S Maryland Ave, Chicago, IL 60637 USA
Hornor, Melissa A.
[6
]
Russell, Marcia M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Surg, Los Angeles, CA 90024 USAUniv Chicago, Med Ctr, Dept Surg, 5841 S Maryland Ave, Chicago, IL 60637 USA
Russell, Marcia M.
[2
]
Cohen, Mark E.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL USAUniv Chicago, Med Ctr, Dept Surg, 5841 S Maryland Ave, Chicago, IL 60637 USA
Cohen, Mark E.
[6
]
Finlayson, Emily
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Surg, San Francisco, CA USAUniv Chicago, Med Ctr, Dept Surg, 5841 S Maryland Ave, Chicago, IL 60637 USA
Finlayson, Emily
[3
]
Ko, Clifford Y.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Surg, Los Angeles, CA 90024 USA
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL USAUniv Chicago, Med Ctr, Dept Surg, 5841 S Maryland Ave, Chicago, IL 60637 USA
Ko, Clifford Y.
[2
,6
]
Robinson, Thomas N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado Denver, Dept Surg, Aurora, CO USAUniv Chicago, Med Ctr, Dept Surg, 5841 S Maryland Ave, Chicago, IL 60637 USA
Robinson, Thomas N.
[4
]
Rosenthal, Ronnie A.
论文数: 0引用数: 0
h-index: 0
机构:
Yale Univ, Dept Surg, New Haven, CT USAUniv Chicago, Med Ctr, Dept Surg, 5841 S Maryland Ave, Chicago, IL 60637 USA
Rosenthal, Ronnie A.
[5
]
机构:
[1] Univ Chicago, Med Ctr, Dept Surg, 5841 S Maryland Ave, Chicago, IL 60637 USA
[2] Univ Calif Los Angeles, Dept Surg, Los Angeles, CA 90024 USA
[3] Univ Calif San Francisco, Dept Surg, San Francisco, CA USA
[4] Univ Colorado Denver, Dept Surg, Aurora, CO USA
[5] Yale Univ, Dept Surg, New Haven, CT USA
[6] Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL USA
BACKGROUND: Surgical quality datasets can be better tailored toward older adults. The American College of Surgeons (ACS) NSQIP Geriatric Surgery Pilot collected risk factors and outcomes in 4 geriatric-specific domains: cognition, decision-making, function, and mobility. This study evaluated the contributions of geriatric-specific factors to risk adjustment in modeling 30-day outcomes and geriatric-specific outcomes (postoperative delirium, new mobility aid use, functional decline, and pressure ulcers). STUDY DESIGN: Using ACS NSQIP Geriatric Surgery Pilot data (January 2014 to December 2016), 7 geriatric-specific risk factors were evaluated for selection in 14 logistic models (morbidities/mortality) in general-vascular and orthopaedic surgery subgroups. Hierarchical models evaluated 4 geriatric-specific outcomes, adjusting for hospitals-level effects and including Bayesian-type shrinkage, to estimate hospital performance. RESULTS: There were 36,399 older adults who underwent operations at 31 hospitals in the ACS NSQIP Geriatric Surgery Pilot. Geriatric-specific risk factors were selected in 10 of 14 models in both general-vascular and orthopaedic surgery subgroups. After risk adjustment, surrogate consent (odds ratio [OR] 1.5; 95% CI 1.3 to 1.8) and use of a mobility aid (OR 1.3; 95% CI 1.1 to 1.4) increased the risk for serious morbidity or mortality in the general-vascular cohort. Geriatric-specific factors were selected in all 4 geriatric-specific outcomes models. Rates of geriatric-specific outcomes were: postoperative delirium in 12.1% (n = 3,650), functional decline in 42.9% (n = 13,000), new mobility aid in 29.7% (n = 9,257), and new or worsened pressure ulcers in 1.7% (n = 527). CONCLUSIONS: Geriatric-specific risk factors are important for patient-centered care and contribute to risk adjustment in modeling traditional and geriatric-specific outcomes. To provide optimal patient care for older adults, surgical datasets should collect measures that address cognition, decision-making, mobility, and function. (C) 2017 by the American College of Surgeons. Published by Elsevier Inc. All rights reserved.)
机构:
Northwestern Univ, Dept Surg, Sch Med, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Bentrem, David J.
Cohen, Mark E.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Cohen, Mark E.
Hynes, Denise M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Coll Med, Dept Med, Sch Publ Hlth, Chicago, IL USA
Univ Illinois, Sch Publ Hlth, Dept Hlth Policy Adm, Chicago, IL USA
US Dept Vet Affairs, Vet Affairs Edward Hines Jr Hosp, Ctr Management Complex Chron Care, Hines, IL 60141 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Hynes, Denise M.
Ko, Clifford Y.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Univ Calif Los Angeles, Dept Surg, Los Angeles, CA 90024 USA
Vet Affairs Greater Los Angeles Healthcare Syst, Los Angeles, CA USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Ko, Clifford Y.
Bilimoria, Karl Y.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Northwestern Univ, Dept Surg, Sch Med, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
机构:
Amer Coll Surg, Natl Surg Qual Improvement Program, Chicago, IL 60611 USA
Univ Calif Los Angeles, David Geffen Sch Med, Dept Surg, Los Angeles, CA 90095 USAAmer Coll Surg, Natl Surg Qual Improvement Program, Chicago, IL 60611 USA
Chow, Warren B.
Rosenthal, Ronnie A.
论文数: 0引用数: 0
h-index: 0
机构:
Yale Univ, Sch Med, New Haven, CT USAAmer Coll Surg, Natl Surg Qual Improvement Program, Chicago, IL 60611 USA
Rosenthal, Ronnie A.
Merkow, Ryan P.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Natl Surg Qual Improvement Program, Chicago, IL 60611 USAAmer Coll Surg, Natl Surg Qual Improvement Program, Chicago, IL 60611 USA
Merkow, Ryan P.
Ko, Clifford Y.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Natl Surg Qual Improvement Program, Chicago, IL 60611 USA
Univ Calif Los Angeles, David Geffen Sch Med, Dept Surg, Los Angeles, CA 90095 USAAmer Coll Surg, Natl Surg Qual Improvement Program, Chicago, IL 60611 USA
Ko, Clifford Y.
Esnaola, Nestor F.
论文数: 0引用数: 0
h-index: 0
机构:
Med Univ S Carolina, Charleston, SC 29425 USAAmer Coll Surg, Natl Surg Qual Improvement Program, Chicago, IL 60611 USA
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Cohen, Mark E.
Ko, Clifford Y.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Univ Calif Los Angeles, David Geffen Sch Med, Dept Surg, Los Angeles, CA 90095 USA
VA Greater Los Angeles Healthcare Syst, Los Angeles, CA USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Ko, Clifford Y.
Bilimoria, Karl Y.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Northwestern Univ, Surg Outcomes & Qual Improvement Ctr, Dept Surg, Feinberg Sch Med, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Bilimoria, Karl Y.
Zhou, Lynn
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Zhou, Lynn
Huffman, Kristopher
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Huffman, Kristopher
Wang, Xue
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Wang, Xue
Liu, Yaoming
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Liu, Yaoming
Kraemer, Kari
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Kraemer, Kari
Meng, Xiangju
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Meng, Xiangju
Merkow, Ryan
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Merkow, Ryan
Chow, Warren
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Chow, Warren
Matel, Brian
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Matel, Brian
Richards, Karen
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Richards, Karen
Hart, Amy J.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Hart, Amy J.
Dimick, Justin B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Surg, Michigan Surg Collaborat Outcomes Res & Evaluat, Ann Arbor, MI 48109 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Dimick, Justin B.
Hall, Bruce L.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Washington Univ, Dept Surg, St Louis, MO USA
Washington Univ, BJC Healthcare, St Louis, MO USA
Washington Univ, Ctr Hlth Policy, St Louis, MO USA
Washington Univ, John M Olin Sch Business, St Louis, MO 63130 USA
John Cochran Vet Affairs Med Ctr, St Louis, MO USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
机构:
Univ Michigan, Dept Surg, Michigan Surg Collaborat Outcomes Res & Evaluat, Ann Arbor, MI 48104 USAUniv Michigan, Dept Surg, Michigan Surg Collaborat Outcomes Res & Evaluat, Ann Arbor, MI 48104 USA
Finlayson, Emily
Fan, Zhaohui
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Surg, Michigan Surg Collaborat Outcomes Res & Evaluat, Ann Arbor, MI 48104 USAUniv Michigan, Dept Surg, Michigan Surg Collaborat Outcomes Res & Evaluat, Ann Arbor, MI 48104 USA
Fan, Zhaohui
Birkmeyer, John D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Surg, Michigan Surg Collaborat Outcomes Res & Evaluat, Ann Arbor, MI 48104 USAUniv Michigan, Dept Surg, Michigan Surg Collaborat Outcomes Res & Evaluat, Ann Arbor, MI 48104 USA
机构:
Northwestern Univ, Dept Surg, Sch Med, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Bentrem, David J.
Cohen, Mark E.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Cohen, Mark E.
Hynes, Denise M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Coll Med, Dept Med, Sch Publ Hlth, Chicago, IL USA
Univ Illinois, Sch Publ Hlth, Dept Hlth Policy Adm, Chicago, IL USA
US Dept Vet Affairs, Vet Affairs Edward Hines Jr Hosp, Ctr Management Complex Chron Care, Hines, IL 60141 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Hynes, Denise M.
Ko, Clifford Y.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Univ Calif Los Angeles, Dept Surg, Los Angeles, CA 90024 USA
Vet Affairs Greater Los Angeles Healthcare Syst, Los Angeles, CA USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Ko, Clifford Y.
Bilimoria, Karl Y.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Northwestern Univ, Dept Surg, Sch Med, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
机构:
Amer Coll Surg, Natl Surg Qual Improvement Program, Chicago, IL 60611 USA
Univ Calif Los Angeles, David Geffen Sch Med, Dept Surg, Los Angeles, CA 90095 USAAmer Coll Surg, Natl Surg Qual Improvement Program, Chicago, IL 60611 USA
Chow, Warren B.
Rosenthal, Ronnie A.
论文数: 0引用数: 0
h-index: 0
机构:
Yale Univ, Sch Med, New Haven, CT USAAmer Coll Surg, Natl Surg Qual Improvement Program, Chicago, IL 60611 USA
Rosenthal, Ronnie A.
Merkow, Ryan P.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Natl Surg Qual Improvement Program, Chicago, IL 60611 USAAmer Coll Surg, Natl Surg Qual Improvement Program, Chicago, IL 60611 USA
Merkow, Ryan P.
Ko, Clifford Y.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Natl Surg Qual Improvement Program, Chicago, IL 60611 USA
Univ Calif Los Angeles, David Geffen Sch Med, Dept Surg, Los Angeles, CA 90095 USAAmer Coll Surg, Natl Surg Qual Improvement Program, Chicago, IL 60611 USA
Ko, Clifford Y.
Esnaola, Nestor F.
论文数: 0引用数: 0
h-index: 0
机构:
Med Univ S Carolina, Charleston, SC 29425 USAAmer Coll Surg, Natl Surg Qual Improvement Program, Chicago, IL 60611 USA
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Cohen, Mark E.
Ko, Clifford Y.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Univ Calif Los Angeles, David Geffen Sch Med, Dept Surg, Los Angeles, CA 90095 USA
VA Greater Los Angeles Healthcare Syst, Los Angeles, CA USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Ko, Clifford Y.
Bilimoria, Karl Y.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Northwestern Univ, Surg Outcomes & Qual Improvement Ctr, Dept Surg, Feinberg Sch Med, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Bilimoria, Karl Y.
Zhou, Lynn
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Zhou, Lynn
Huffman, Kristopher
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Huffman, Kristopher
Wang, Xue
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Wang, Xue
Liu, Yaoming
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Liu, Yaoming
Kraemer, Kari
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Kraemer, Kari
Meng, Xiangju
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Meng, Xiangju
Merkow, Ryan
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Merkow, Ryan
Chow, Warren
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Chow, Warren
Matel, Brian
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Matel, Brian
Richards, Karen
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Richards, Karen
Hart, Amy J.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Hart, Amy J.
Dimick, Justin B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Surg, Michigan Surg Collaborat Outcomes Res & Evaluat, Ann Arbor, MI 48109 USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Dimick, Justin B.
Hall, Bruce L.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Washington Univ, Dept Surg, St Louis, MO USA
Washington Univ, BJC Healthcare, St Louis, MO USA
Washington Univ, Ctr Hlth Policy, St Louis, MO USA
Washington Univ, John M Olin Sch Business, St Louis, MO 63130 USA
John Cochran Vet Affairs Med Ctr, St Louis, MO USAAmer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
机构:
Univ Michigan, Dept Surg, Michigan Surg Collaborat Outcomes Res & Evaluat, Ann Arbor, MI 48104 USAUniv Michigan, Dept Surg, Michigan Surg Collaborat Outcomes Res & Evaluat, Ann Arbor, MI 48104 USA
Finlayson, Emily
Fan, Zhaohui
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Surg, Michigan Surg Collaborat Outcomes Res & Evaluat, Ann Arbor, MI 48104 USAUniv Michigan, Dept Surg, Michigan Surg Collaborat Outcomes Res & Evaluat, Ann Arbor, MI 48104 USA
Fan, Zhaohui
Birkmeyer, John D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Surg, Michigan Surg Collaborat Outcomes Res & Evaluat, Ann Arbor, MI 48104 USAUniv Michigan, Dept Surg, Michigan Surg Collaborat Outcomes Res & Evaluat, Ann Arbor, MI 48104 USA